Dataset statistics
| Number of variables | 49 |
|---|---|
| Number of observations | 347469 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 129.9 MiB |
| Average record size in memory | 392.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 39 |
geo_level_1_id is highly correlated with geo_level_2_id and 1 other fields | High correlation |
geo_level_2_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
geo_level_3_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
count_floors_pre_eq is highly correlated with height_percentage and 1 other fields | High correlation |
height_percentage is highly correlated with count_floors_pre_eq and 1 other fields | High correlation |
land_surface_condition_1 is highly correlated with land_surface_condition_3 | High correlation |
land_surface_condition_3 is highly correlated with land_surface_condition_1 | High correlation |
foundation_type is highly correlated with roof_type_3 and 1 other fields | High correlation |
roof_type_1 is highly correlated with roof_type_2 | High correlation |
roof_type_2 is highly correlated with roof_type_1 | High correlation |
roof_type_3 is highly correlated with foundation_type and 2 other fields | High correlation |
ground_floor_type is highly correlated with roof_type_3 | High correlation |
other_floor_type_1 is highly correlated with other_floor_type_2 and 1 other fields | High correlation |
other_floor_type_2 is highly correlated with other_floor_type_1 | High correlation |
other_floor_type_3 is highly correlated with count_floors_pre_eq and 2 other fields | High correlation |
other_floor_type_4 is highly correlated with roof_type_3 | High correlation |
position_1 is highly correlated with position_2 | High correlation |
position_2 is highly correlated with position_1 | High correlation |
has_superstructure_mud_mortar_stone is highly correlated with foundation_type | High correlation |
has_secondary_use is highly correlated with has_secondary_use_agriculture and 1 other fields | High correlation |
has_secondary_use_agriculture is highly correlated with has_secondary_use | High correlation |
has_secondary_use_hotel is highly correlated with has_secondary_use | High correlation |
geo_level_1_id is highly correlated with geo_level_2_id and 1 other fields | High correlation |
geo_level_2_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
geo_level_3_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
count_floors_pre_eq is highly correlated with height_percentage and 1 other fields | High correlation |
height_percentage is highly correlated with count_floors_pre_eq and 1 other fields | High correlation |
land_surface_condition_1 is highly correlated with land_surface_condition_3 | High correlation |
land_surface_condition_3 is highly correlated with land_surface_condition_1 | High correlation |
foundation_type is highly correlated with roof_type_3 and 3 other fields | High correlation |
roof_type_1 is highly correlated with roof_type_2 | High correlation |
roof_type_2 is highly correlated with roof_type_1 | High correlation |
roof_type_3 is highly correlated with foundation_type and 2 other fields | High correlation |
ground_floor_type is highly correlated with foundation_type and 3 other fields | High correlation |
other_floor_type_1 is highly correlated with other_floor_type_2 and 1 other fields | High correlation |
other_floor_type_2 is highly correlated with other_floor_type_1 | High correlation |
other_floor_type_3 is highly correlated with count_floors_pre_eq and 2 other fields | High correlation |
other_floor_type_4 is highly correlated with foundation_type and 2 other fields | High correlation |
position_1 is highly correlated with position_2 | High correlation |
position_2 is highly correlated with position_1 | High correlation |
has_superstructure_mud_mortar_stone is highly correlated with foundation_type | High correlation |
has_superstructure_cement_mortar_brick is highly correlated with ground_floor_type | High correlation |
has_secondary_use is highly correlated with has_secondary_use_agriculture and 1 other fields | High correlation |
has_secondary_use_agriculture is highly correlated with has_secondary_use | High correlation |
has_secondary_use_hotel is highly correlated with has_secondary_use | High correlation |
geo_level_1_id is highly correlated with geo_level_2_id and 1 other fields | High correlation |
geo_level_2_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
geo_level_3_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
count_floors_pre_eq is highly correlated with height_percentage and 1 other fields | High correlation |
height_percentage is highly correlated with count_floors_pre_eq and 1 other fields | High correlation |
land_surface_condition_1 is highly correlated with land_surface_condition_3 | High correlation |
land_surface_condition_3 is highly correlated with land_surface_condition_1 | High correlation |
foundation_type is highly correlated with roof_type_3 and 1 other fields | High correlation |
roof_type_1 is highly correlated with roof_type_2 | High correlation |
roof_type_2 is highly correlated with roof_type_1 | High correlation |
roof_type_3 is highly correlated with foundation_type and 2 other fields | High correlation |
ground_floor_type is highly correlated with roof_type_3 | High correlation |
other_floor_type_1 is highly correlated with other_floor_type_2 and 1 other fields | High correlation |
other_floor_type_2 is highly correlated with other_floor_type_1 | High correlation |
other_floor_type_3 is highly correlated with count_floors_pre_eq and 2 other fields | High correlation |
other_floor_type_4 is highly correlated with roof_type_3 | High correlation |
position_1 is highly correlated with position_2 | High correlation |
position_2 is highly correlated with position_1 | High correlation |
has_superstructure_mud_mortar_stone is highly correlated with foundation_type | High correlation |
has_secondary_use is highly correlated with has_secondary_use_agriculture and 1 other fields | High correlation |
has_secondary_use_agriculture is highly correlated with has_secondary_use | High correlation |
has_secondary_use_hotel is highly correlated with has_secondary_use | High correlation |
has_secondary_use is highly correlated with has_secondary_use_hotel and 1 other fields | High correlation |
other_floor_type_4 is highly correlated with ground_floor_type and 2 other fields | High correlation |
ground_floor_type is highly correlated with other_floor_type_4 and 2 other fields | High correlation |
position_1 is highly correlated with position_2 | High correlation |
has_superstructure_rc_engineered is highly correlated with foundation_type | High correlation |
roof_type_1 is highly correlated with roof_type_2 | High correlation |
has_superstructure_cement_mortar_brick is highly correlated with ground_floor_type and 1 other fields | High correlation |
other_floor_type_2 is highly correlated with other_floor_type_1 | High correlation |
foundation_type is highly correlated with other_floor_type_4 and 5 other fields | High correlation |
has_secondary_use_hotel is highly correlated with has_secondary_use | High correlation |
roof_type_3 is highly correlated with other_floor_type_4 and 2 other fields | High correlation |
other_floor_type_1 is highly correlated with other_floor_type_2 and 1 other fields | High correlation |
has_superstructure_rc_non_engineered is highly correlated with foundation_type | High correlation |
roof_type_2 is highly correlated with roof_type_1 | High correlation |
land_surface_condition_1 is highly correlated with land_surface_condition_3 | High correlation |
has_secondary_use_agriculture is highly correlated with has_secondary_use | High correlation |
has_superstructure_mud_mortar_stone is highly correlated with foundation_type | High correlation |
position_2 is highly correlated with position_1 | High correlation |
land_surface_condition_3 is highly correlated with land_surface_condition_1 | High correlation |
other_floor_type_3 is highly correlated with other_floor_type_1 | High correlation |
geo_level_1_id is highly correlated with geo_level_2_id and 1 other fields | High correlation |
geo_level_2_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
geo_level_3_id is highly correlated with geo_level_1_id and 1 other fields | High correlation |
count_floors_pre_eq is highly correlated with height_percentage and 2 other fields | High correlation |
height_percentage is highly correlated with count_floors_pre_eq and 1 other fields | High correlation |
land_surface_condition_1 is highly correlated with land_surface_condition_2 and 1 other fields | High correlation |
land_surface_condition_2 is highly correlated with land_surface_condition_1 | High correlation |
land_surface_condition_3 is highly correlated with land_surface_condition_1 | High correlation |
foundation_type is highly correlated with roof_type_3 and 2 other fields | High correlation |
roof_type_1 is highly correlated with roof_type_2 and 1 other fields | High correlation |
roof_type_2 is highly correlated with roof_type_1 | High correlation |
roof_type_3 is highly correlated with foundation_type and 7 other fields | High correlation |
ground_floor_type is highly correlated with foundation_type and 1 other fields | High correlation |
other_floor_type_1 is highly correlated with count_floors_pre_eq and 2 other fields | High correlation |
other_floor_type_2 is highly correlated with other_floor_type_1 | High correlation |
other_floor_type_3 is highly correlated with count_floors_pre_eq and 2 other fields | High correlation |
other_floor_type_4 is highly correlated with foundation_type and 5 other fields | High correlation |
position_1 is highly correlated with position_2 | High correlation |
position_2 is highly correlated with position_1 and 1 other fields | High correlation |
position_3 is highly correlated with position_2 | High correlation |
has_superstructure_mud_mortar_stone is highly correlated with roof_type_3 and 3 other fields | High correlation |
has_superstructure_mud_mortar_brick is highly correlated with has_superstructure_mud_mortar_stone | High correlation |
has_superstructure_cement_mortar_brick is highly correlated with roof_type_3 and 2 other fields | High correlation |
has_superstructure_timber is highly correlated with has_superstructure_bamboo | High correlation |
has_superstructure_bamboo is highly correlated with has_superstructure_timber | High correlation |
has_superstructure_rc_non_engineered is highly correlated with roof_type_3 and 1 other fields | High correlation |
has_superstructure_rc_engineered is highly correlated with roof_type_3 and 1 other fields | High correlation |
has_secondary_use is highly correlated with has_secondary_use_agriculture and 1 other fields | High correlation |
has_secondary_use_agriculture is highly correlated with has_secondary_use | High correlation |
has_secondary_use_hotel is highly correlated with has_secondary_use | High correlation |
building_id has unique values | Unique |
age has 34725 (10.0%) zeros | Zeros |
count_families has 27937 (8.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-30 11:02:59.782335 |
|---|---|
| Analysis finished | 2022-04-30 11:05:40.165238 |
| Duration | 2 minutes and 40.38 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 347469 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 525913.5838 |
| Minimum | 4 |
|---|---|
| Maximum | 1052934 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 52200.8 |
| Q1 | 261999 |
| median | 526071 |
| Q3 | 789588 |
| 95-th percentile | 1000694 |
| Maximum | 1052934 |
| Range | 1052930 |
| Interquartile range (IQR) | 527589 |
Descriptive statistics
| Standard deviation | 304354.4791 |
|---|---|
| Coefficient of variation (CV) | 0.5787157595 |
| Kurtosis | -1.201737909 |
| Mean | 525913.5838 |
| Median Absolute Deviation (MAD) | 263777 |
| Skewness | 0.001061379559 |
| Sum | 1.827386671 × 1011 |
| Variance | 9.263164894 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 802906 | 1 | < 0.1% |
| 48839 | 1 | < 0.1% |
| 846160 | 1 | < 0.1% |
| 603042 | 1 | < 0.1% |
| 278056 | 1 | < 0.1% |
| 557238 | 1 | < 0.1% |
| 233008 | 1 | < 0.1% |
| 751316 | 1 | < 0.1% |
| 679265 | 1 | < 0.1% |
| 463952 | 1 | < 0.1% |
| Other values (347459) | 347459 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 25 | 1 | |
| 28 | 1 | |
| 31 | 1 |
| Value | Count | Frequency (%) |
| 1052934 | 1 | |
| 1052931 | 1 | |
| 1052929 | 1 | |
| 1052926 | 1 | |
| 1052923 | 1 | |
| 1052921 | 1 | |
| 1052915 | 1 | |
| 1052911 | 1 | |
| 1052909 | 1 | |
| 1052908 | 1 |
geo_level_1_id
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.239031638 |
| Minimum | 1.73088658 |
|---|---|
| Maximum | 2.794480356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 1.73088658 |
|---|---|
| 5-th percentile | 1.73088658 |
| Q1 | 2.026023244 |
| median | 2.171745152 |
| Q3 | 2.44645707 |
| 95-th percentile | 2.794480356 |
| Maximum | 2.794480356 |
| Range | 1.063593776 |
| Interquartile range (IQR) | 0.4204338258 |
Descriptive statistics
| Standard deviation | 0.2875388683 |
|---|---|
| Coefficient of variation (CV) | 0.1284210832 |
| Kurtosis | -0.5526004862 |
| Mean | 2.239031638 |
| Median Absolute Deviation (MAD) | 0.1707854595 |
| Skewness | 0.1379842714 |
| Sum | 777994.0841 |
| Variance | 0.08267860079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.161724294 | 32485 | 9.3% |
| 1.73088658 | 30002 | 8.6% |
| 2.341953893 | 29399 | 8.5% |
| 2.794480356 | 29265 | 8.4% |
| 2.297725598 | 25565 | 7.4% |
| 2.485272537 | 25465 | 7.3% |
| 1.926463755 | 22761 | 6.6% |
| 2.56336893 | 19944 | 5.7% |
| 2.162136189 | 19462 | 5.6% |
| 2.44645707 | 16786 | 4.8% |
| Other values (21) | 96335 |
| Value | Count | Frequency (%) |
| 1.73088658 | 30002 | |
| 1.894656489 | 1737 | 0.5% |
| 1.919702602 | 3579 | 1.0% |
| 1.926463755 | 22761 | |
| 1.93765612 | 12846 | |
| 1.960755276 | 3588 | 1.0% |
| 2.000959693 | 8358 | 2.4% |
| 2.020476545 | 3595 | 1.0% |
| 2.026023244 | 5213 | 1.5% |
| 2.049591599 | 2319 | 0.7% |
| Value | Count | Frequency (%) |
| 2.794480356 | 29265 | |
| 2.708372531 | 4200 | 1.2% |
| 2.56336893 | 19944 | |
| 2.485272537 | 25465 | |
| 2.44645707 | 16786 | |
| 2.40754717 | 349 | 0.1% |
| 2.341953893 | 29399 | |
| 2.337712895 | 10895 | 3.1% |
| 2.331564987 | 9995 | 2.9% |
| 2.297725598 | 25565 |
geo_level_2_id
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 1024 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.238639886 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.630630631 |
| Q1 | 2.017964072 |
| median | 2.210382514 |
| Q3 | 2.47983871 |
| 95-th percentile | 2.877300613 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0.4618746378 |
Descriptive statistics
| Standard deviation | 0.3579539089 |
|---|---|
| Coefficient of variation (CV) | 0.1598979412 |
| Kurtosis | -0.3556521627 |
| Mean | 2.238639886 |
| Median Absolute Deviation (MAD) | 0.2237753708 |
| Skewness | 0.02249890571 |
| Sum | 777857.9624 |
| Variance | 0.1281310009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.532194156 | 5367 | 1.5% |
| 1.895238095 | 3317 | 1.0% |
| 2.285576923 | 2805 | 0.8% |
| 2.218627451 | 2675 | 0.8% |
| 1.939377965 | 2548 | 0.7% |
| 2.51875 | 2343 | 0.7% |
| 2.182183908 | 2310 | 0.7% |
| 1.836267606 | 2249 | 0.6% |
| 2.540973872 | 2217 | 0.6% |
| 2.265682657 | 2129 | 0.6% |
| Other values (1014) | 319509 |
| Value | Count | Frequency (%) |
| 1 | 8 | < 0.1% |
| 1.218181818 | 157 | |
| 1.226415094 | 76 | < 0.1% |
| 1.231481481 | 148 | |
| 1.25 | 20 | < 0.1% |
| 1.282868526 | 355 | |
| 1.304347826 | 34 | < 0.1% |
| 1.325 | 105 | < 0.1% |
| 1.333333333 | 3 | < 0.1% |
| 1.35483871 | 234 |
| Value | Count | Frequency (%) |
| 3 | 62 | < 0.1% |
| 2.990291262 | 282 | |
| 2.984771574 | 254 | 0.1% |
| 2.977443609 | 177 | 0.1% |
| 2.97706422 | 275 | |
| 2.976878613 | 457 | |
| 2.965384615 | 338 | |
| 2.958525346 | 289 | |
| 2.953907816 | 651 | |
| 2.951612903 | 256 | 0.1% |
geo_level_3_id
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 1634 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.238719798 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.557446809 |
| Q1 | 2 |
| median | 2.2 |
| Q3 | 2.5 |
| 95-th percentile | 2.944444444 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.3992658962 |
|---|---|
| Coefficient of variation (CV) | 0.1783456316 |
| Kurtosis | -0.1751926784 |
| Mean | 2.238719798 |
| Median Absolute Deviation (MAD) | 0.2310344828 |
| Skewness | -0.0501692177 |
| Sum | 777885.7295 |
| Variance | 0.1594132559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 21349 | 6.1% |
| 3 | 9985 | 2.9% |
| 2.5 | 3989 | 1.1% |
| 2.333333333 | 3264 | 0.9% |
| 2.25 | 2966 | 0.9% |
| 2.2 | 2851 | 0.8% |
| 2.166666667 | 2850 | 0.8% |
| 2.142857143 | 2620 | 0.8% |
| 2.125 | 2530 | 0.7% |
| 2.666666667 | 1892 | 0.5% |
| Other values (1624) | 293173 |
| Value | Count | Frequency (%) |
| 1 | 366 | |
| 1.034482759 | 37 | < 0.1% |
| 1.037037037 | 41 | < 0.1% |
| 1.041666667 | 37 | < 0.1% |
| 1.043478261 | 30 | < 0.1% |
| 1.055555556 | 26 | < 0.1% |
| 1.066666667 | 24 | < 0.1% |
| 1.071428571 | 56 | < 0.1% |
| 1.074074074 | 41 | < 0.1% |
| 1.083333333 | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 9985 | |
| 2.989795918 | 120 | < 0.1% |
| 2.986111111 | 92 | < 0.1% |
| 2.985714286 | 89 | < 0.1% |
| 2.984848485 | 82 | < 0.1% |
| 2.983870968 | 76 | < 0.1% |
| 2.982905983 | 147 | < 0.1% |
| 2.981818182 | 75 | < 0.1% |
| 2.981481481 | 146 | < 0.1% |
| 2.979591837 | 60 | < 0.1% |
count_floors_pre_eq
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.130578555 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.72776061 |
|---|---|
| Coefficient of variation (CV) | 0.3415788675 |
| Kurtosis | 2.36001261 |
| Mean | 2.130578555 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8418180575 |
| Sum | 740310 |
| Variance | 0.5296355054 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 209029 | |
| 3 | 74171 | 21.3% |
| 1 | 53705 | 15.5% |
| 4 | 7186 | 2.1% |
| 5 | 3039 | 0.9% |
| 6 | 283 | 0.1% |
| 7 | 52 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 53705 | 15.5% |
| 2 | 209029 | |
| 3 | 74171 | 21.3% |
| 4 | 7186 | 2.1% |
| 5 | 3039 | 0.9% |
| 6 | 283 | 0.1% |
| 7 | 52 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 52 | < 0.1% |
| 6 | 283 | 0.1% |
| 5 | 3039 | 0.9% |
| 4 | 7186 | 2.1% |
| 3 | 74171 | 21.3% |
| 2 | 209029 | |
| 1 | 53705 | 15.5% |
| Distinct | 42 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.53881353 |
| Minimum | 0 |
|---|---|
| Maximum | 995 |
| Zeros | 34725 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 15 |
| Q3 | 30 |
| 95-th percentile | 60 |
| Maximum | 995 |
| Range | 995 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 73.52774868 |
|---|---|
| Coefficient of variation (CV) | 2.770574072 |
| Kurtosis | 157.3751623 |
| Mean | 26.53881353 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 12.19598992 |
| Sum | 9221415 |
| Variance | 5406.329825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 51680 | |
| 15 | 48074 | |
| 5 | 45045 | |
| 20 | 42792 | |
| 0 | 34725 | |
| 25 | 32586 | |
| 30 | 23977 | |
| 35 | 14420 | 4.2% |
| 40 | 14050 | 4.0% |
| 50 | 9619 | 2.8% |
| Other values (32) | 30501 |
| Value | Count | Frequency (%) |
| 0 | 34725 | |
| 5 | 45045 | |
| 10 | 51680 | |
| 15 | 48074 | |
| 20 | 42792 | |
| 25 | 32586 | |
| 30 | 23977 | |
| 35 | 14420 | 4.2% |
| 40 | 14050 | 4.0% |
| 45 | 6255 | 1.8% |
| Value | Count | Frequency (%) |
| 995 | 1851 | |
| 200 | 140 | < 0.1% |
| 195 | 2 | < 0.1% |
| 190 | 5 | < 0.1% |
| 185 | 1 | < 0.1% |
| 180 | 11 | < 0.1% |
| 175 | 5 | < 0.1% |
| 170 | 7 | < 0.1% |
| 165 | 2 | < 0.1% |
| 160 | 8 | < 0.1% |
area_percentage
Real number (ℝ≥0)
| Distinct | 86 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.017014467 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 16 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.388646483 |
|---|---|
| Coefficient of variation (CV) | 0.5474165602 |
| Kurtosis | 30.64344074 |
| Mean | 8.017014467 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.53162645 |
| Sum | 2785664 |
| Variance | 19.26021795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 55959 | |
| 7 | 49140 | |
| 5 | 43556 | |
| 8 | 37988 | |
| 9 | 29572 | |
| 4 | 25675 | |
| 10 | 21030 | 6.1% |
| 11 | 18390 | 5.3% |
| 3 | 15687 | 4.5% |
| 12 | 10148 | 2.9% |
| Other values (76) | 40324 |
| Value | Count | Frequency (%) |
| 1 | 125 | < 0.1% |
| 2 | 4275 | 1.2% |
| 3 | 15687 | 4.5% |
| 4 | 25675 | |
| 5 | 43556 | |
| 6 | 55959 | |
| 7 | 49140 | |
| 8 | 37988 | |
| 9 | 29572 | |
| 10 | 21030 | 6.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 96 | 3 | |
| 92 | 3 | |
| 90 | 1 | < 0.1% |
| 86 | 7 | |
| 85 | 5 | |
| 84 | 3 | |
| 83 | 4 | |
| 82 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
height_percentage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4347985 |
| Minimum | 2 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 32 |
| Range | 30 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.915555029 |
|---|---|
| Coefficient of variation (CV) | 0.3524610948 |
| Kurtosis | 13.53489828 |
| Mean | 5.4347985 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.762884329 |
| Sum | 1888424 |
| Variance | 3.669351069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 104869 | |
| 6 | 61837 | |
| 4 | 50427 | |
| 7 | 47360 | |
| 3 | 34535 | 9.9% |
| 8 | 18460 | 5.3% |
| 2 | 12348 | 3.6% |
| 9 | 7146 | 2.1% |
| 10 | 5934 | 1.7% |
| 12 | 1246 | 0.4% |
| Other values (19) | 3307 | 1.0% |
| Value | Count | Frequency (%) |
| 2 | 12348 | 3.6% |
| 3 | 34535 | 9.9% |
| 4 | 50427 | |
| 5 | 104869 | |
| 6 | 61837 | |
| 7 | 47360 | |
| 8 | 18460 | 5.3% |
| 9 | 7146 | 2.1% |
| 10 | 5934 | 1.7% |
| 11 | 1242 | 0.4% |
| Value | Count | Frequency (%) |
| 32 | 90 | |
| 31 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 26 | 3 | < 0.1% |
| 25 | 4 | < 0.1% |
| 24 | 6 | < 0.1% |
| 23 | 12 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 21 | < 0.1% |
land_surface_condition_1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 288937 | |
| 0 | 58532 | 16.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 288937 | |
| 0 | 58532 | 16.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 11119 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 336350 | |
| 1 | 11119 | 3.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 336350 | |
| 1 | 11119 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
land_surface_condition_3
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 300056 | |
| 1 | 47413 | 13.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 300056 | |
| 1 | 47413 | 13.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
foundation_type
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 2.32957261993832 | |
|---|---|
| 1.810953829871676 | 20048 |
| 1.8836605890603086 | 18908 |
| 1.4533509783533416 | 14182 |
| 2.1056629834254146 | 1957 |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 16.25942458 |
| Min length | 16 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.32957261993832 |
|---|---|
| 2nd row | 2.32957261993832 |
| 3rd row | 2.32957261993832 |
| 4th row | 2.32957261993832 |
| 5th row | 2.32957261993832 |
Common Values
| Value | Count | Frequency (%) |
| 2.32957261993832 | 292374 | |
| 1.810953829871676 | 20048 | 5.8% |
| 1.8836605890603086 | 18908 | 5.4% |
| 1.4533509783533416 | 14182 | 4.1% |
| 2.1056629834254146 | 1957 | 0.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.32957261993832 | 292374 | |
| 1.810953829871676 | 20048 | 5.8% |
| 1.8836605890603086 | 18908 | 5.4% |
| 1.4533509783533416 | 14182 | 4.1% |
| 2.1056629834254146 | 1957 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
roof_type_1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 243975 | |
| 0 | 103494 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 243975 | |
| 0 | 103494 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
roof_type_2
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 265564 | |
| 1 | 81905 | 23.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 265564 | |
| 1 | 81905 | 23.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
roof_type_3
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 21589 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 325880 | |
| 1 | 21589 | 6.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 325880 | |
| 1 | 21589 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
ground_floor_type
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 2.309103659496515 | |
|---|---|
| 2.25071351047152 | |
| 1.634204855040052 | |
| 2.0737051792828685 | 1334 |
| 1.970472440944882 | 704 |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 16.90855299 |
| Min length | 16 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.309103659496515 |
|---|---|
| 2nd row | 2.25071351047152 |
| 3rd row | 2.309103659496515 |
| 4th row | 2.309103659496515 |
| 5th row | 2.309103659496515 |
Common Values
| Value | Count | Frequency (%) |
| 2.309103659496515 | 279591 | |
| 2.25071351047152 | 33109 | 9.5% |
| 1.634204855040052 | 32731 | 9.4% |
| 2.0737051792828685 | 1334 | 0.4% |
| 1.970472440944882 | 704 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.309103659496515 | 279591 | |
| 2.25071351047152 | 33109 | 9.5% |
| 1.634204855040052 | 32731 | 9.4% |
| 2.0737051792828685 | 1334 | 0.4% |
| 1.970472440944882 | 704 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
other_floor_type_1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 220286 | |
| 0 | 127183 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 220286 | |
| 0 | 127183 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
other_floor_type_2
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 289330 | |
| 1 | 58139 | 16.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 289330 | |
| 1 | 58139 | 16.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
other_floor_type_3
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 294557 | |
| 1 | 52912 | 15.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 294557 | |
| 1 | 52912 | 15.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
other_floor_type_4
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 16132 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 331337 | |
| 1 | 16132 | 4.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 331337 | |
| 1 | 16132 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
position_1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 290211 | |
| 1 | 57258 | 16.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 290211 | |
| 1 | 57258 | 16.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
position_2
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 269463 | |
| 0 | 78006 | 22.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 269463 | |
| 0 | 78006 | 22.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 17647 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 329822 | |
| 1 | 17647 | 5.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 329822 | |
| 1 | 17647 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
position_4
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 3101 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 344368 | |
| 1 | 3101 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 344368 | |
| 1 | 3101 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
plan_configuration
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.238217454 |
| Minimum | 1.836923077 |
|---|---|
| Maximum | 2.272727273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 1.836923077 |
|---|---|
| 5-th percentile | 2.24364583 |
| Q1 | 2.24364583 |
| median | 2.24364583 |
| Q3 | 2.24364583 |
| 95-th percentile | 2.24364583 |
| Maximum | 2.272727273 |
| Range | 0.4358041958 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04462032701 |
|---|---|
| Coefficient of variation (CV) | 0.01993565322 |
| Kurtosis | 51.37833059 |
| Mean | 2.238217454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.219765384 |
| Sum | 777711.1806 |
| Variance | 0.001990973582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.24364583 | 333327 | |
| 2.271433591 | 7641 | 2.2% |
| 1.91833379 | 4909 | 1.4% |
| 1.836923077 | 450 | 0.1% |
| 2.049132948 | 449 | 0.1% |
| 1.853174603 | 353 | 0.1% |
| 1.893081761 | 195 | 0.1% |
| 1.913043478 | 64 | < 0.1% |
| 2.157894737 | 54 | < 0.1% |
| 2.272727273 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.836923077 | 450 | 0.1% |
| 1.853174603 | 353 | 0.1% |
| 1.893081761 | 195 | 0.1% |
| 1.913043478 | 64 | < 0.1% |
| 1.91833379 | 4909 | 1.4% |
| 2.049132948 | 449 | 0.1% |
| 2.157894737 | 54 | < 0.1% |
| 2.24364583 | 333327 | |
| 2.271433591 | 7641 | 2.2% |
| 2.272727273 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.272727273 | 27 | < 0.1% |
| 2.271433591 | 7641 | 2.2% |
| 2.24364583 | 333327 | |
| 2.157894737 | 54 | < 0.1% |
| 2.049132948 | 449 | 0.1% |
| 1.91833379 | 4909 | 1.4% |
| 1.913043478 | 64 | < 0.1% |
| 1.893081761 | 195 | 0.1% |
| 1.853174603 | 353 | 0.1% |
| 1.836923077 | 450 | 0.1% |
has_superstructure_adobe_mud
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 30915 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 316554 | |
| 1 | 30915 | 8.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 316554 | |
| 1 | 30915 | 8.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_superstructure_mud_mortar_stone
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 264798 | |
| 0 | 82671 | 23.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 264798 | |
| 0 | 82671 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_superstructure_stone_flag
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 11941 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 335528 | |
| 1 | 11941 | 3.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 335528 | |
| 1 | 11941 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_superstructure_cement_mortar_stone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 6365 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 341104 | |
| 1 | 6365 | 1.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 341104 | |
| 1 | 6365 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 23621 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 323848 | |
| 1 | 23621 | 6.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 323848 | |
| 1 | 23621 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 26029 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 321440 | |
| 1 | 26029 | 7.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 321440 | |
| 1 | 26029 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 258995 | |
| 1 | 88474 | 25.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 258995 | |
| 1 | 88474 | 25.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 29423 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 318046 | |
| 1 | 29423 | 8.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 318046 | |
| 1 | 29423 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 14791 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 332678 | |
| 1 | 14791 | 4.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 332678 | |
| 1 | 14791 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 5505 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 341964 | |
| 1 | 5505 | 1.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 341964 | |
| 1 | 5505 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_superstructure_other
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 5226 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 342243 | |
| 1 | 5226 | 1.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 342243 | |
| 1 | 5226 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
legal_ownership_status
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 2.2440632982517665 | |
|---|---|
| 1.8940493468795356 | 7307 |
| 2.4157639148300336 | 3539 |
| 2.2172437202987103 | 1990 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.2440632982517665 |
|---|---|
| 2nd row | 2.2440632982517665 |
| 3rd row | 2.2440632982517665 |
| 4th row | 2.2440632982517665 |
| 5th row | 2.2440632982517665 |
Common Values
| Value | Count | Frequency (%) |
| 2.2440632982517665 | 334633 | |
| 1.8940493468795356 | 7307 | 2.1% |
| 2.4157639148300336 | 3539 | 1.0% |
| 2.2172437202987103 | 1990 | 0.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.2440632982517665 | 334633 | |
| 1.8940493468795356 | 7307 | 2.1% |
| 2.4157639148300336 | 3539 | 1.0% |
| 2.2172437202987103 | 1990 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9837395566 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 27937 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4193854935 |
|---|---|
| Coefficient of variation (CV) | 0.4263176069 |
| Kurtosis | 17.24872251 |
| Mean | 0.9837395566 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.627559333 |
| Sum | 341819 |
| Variance | 0.1758841922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 301377 | |
| 0 | 27937 | 8.0% |
| 2 | 15010 | 4.3% |
| 3 | 2415 | 0.7% |
| 4 | 547 | 0.2% |
| 5 | 135 | < 0.1% |
| 6 | 33 | < 0.1% |
| 7 | 8 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 27937 | 8.0% |
| 1 | 301377 | |
| 2 | 15010 | 4.3% |
| 3 | 2415 | 0.7% |
| 4 | 547 | 0.2% |
| 5 | 135 | < 0.1% |
| 6 | 33 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 8 | < 0.1% |
| 6 | 33 | < 0.1% |
| 5 | 135 | < 0.1% |
| 4 | 547 | 0.2% |
| 3 | 2415 | 0.7% |
| 2 | 15010 | 4.3% |
| 1 | 301377 | |
| 0 | 27937 | 8.0% |
has_secondary_use
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 308630 | |
| 1 | 38839 | 11.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 308630 | |
| 1 | 38839 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_agriculture
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 22345 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 325124 | |
| 1 | 22345 | 6.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 325124 | |
| 1 | 22345 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_hotel
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 11705 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 335764 | |
| 1 | 11705 | 3.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 335764 | |
| 1 | 11705 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_rental
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 2827 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 344642 | |
| 1 | 2827 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 344642 | |
| 1 | 2827 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_institution
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 333 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 347136 | |
| 1 | 333 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 347136 | |
| 1 | 333 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_school
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 126 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 347343 | |
| 1 | 126 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 347343 | |
| 1 | 126 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_industry
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 366 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 347103 | |
| 1 | 366 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 347103 | |
| 1 | 366 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_health_post
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 58 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 347411 | |
| 1 | 58 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 347411 | |
| 1 | 58 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_gov_office
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 347421 | |
| 1 | 48 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 347421 | |
| 1 | 48 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_use_police
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 27 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 347442 | |
| 1 | 27 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 347442 | |
| 1 | 27 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
has_secondary_use_other
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 1760 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 345709 | |
| 1 | 1760 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 345709 | |
| 1 | 1760 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| building_id | geo_level_1_id | geo_level_2_id | geo_level_3_id | count_floors_pre_eq | age | area_percentage | height_percentage | land_surface_condition_1 | land_surface_condition_2 | land_surface_condition_3 | foundation_type | roof_type_1 | roof_type_2 | roof_type_3 | ground_floor_type | other_floor_type_1 | other_floor_type_2 | other_floor_type_3 | other_floor_type_4 | position_1 | position_2 | position_3 | position_4 | plan_configuration | has_superstructure_adobe_mud | has_superstructure_mud_mortar_stone | has_superstructure_stone_flag | has_superstructure_cement_mortar_stone | has_superstructure_mud_mortar_brick | has_superstructure_cement_mortar_brick | has_superstructure_timber | has_superstructure_bamboo | has_superstructure_rc_non_engineered | has_superstructure_rc_engineered | has_superstructure_other | legal_ownership_status | count_families | has_secondary_use | has_secondary_use_agriculture | has_secondary_use_hotel | has_secondary_use_rental | has_secondary_use_institution | has_secondary_use_school | has_secondary_use_industry | has_secondary_use_health_post | has_secondary_use_gov_office | has_secondary_use_use_police | has_secondary_use_other | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 802906 | 2.161724 | 2.740741 | 2.837838 | 2 | 30 | 6 | 5 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2.243646 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 28830 | 2.485273 | 2.487437 | 2.062500 | 2 | 10 | 8 | 7 | 0 | 1 | 0 | 2.329573 | 1 | 0 | 0 | 2.250714 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 94947 | 2.563369 | 2.518750 | 2.580882 | 2 | 10 | 5 | 5 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 590882 | 2.000960 | 2.107317 | 2.096774 | 2 | 10 | 6 | 5 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 201944 | 2.337713 | 2.348748 | 2.368852 | 3 | 30 | 8 | 9 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 333020 | 2.485273 | 2.546539 | 2.368421 | 2 | 10 | 9 | 5 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 728451 | 2.026023 | 2.137681 | 2.555556 | 2 | 25 | 3 | 4 | 0 | 0 | 1 | 2.329573 | 1 | 0 | 0 | 2.250714 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 475515 | 1.926464 | 1.282869 | 1.100000 | 2 | 0 | 8 | 6 | 1 | 0 | 0 | 1.810954 | 0 | 1 | 0 | 1.634205 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1.918334 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 441126 | 2.065320 | 2.105085 | 2.189189 | 2 | 15 | 8 | 6 | 1 | 0 | 0 | 2.329573 | 0 | 1 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 989500 | 1.730887 | 1.545109 | 1.551402 | 1 | 0 | 13 | 4 | 1 | 0 | 0 | 1.453351 | 1 | 0 | 0 | 1.634205 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| building_id | geo_level_1_id | geo_level_2_id | geo_level_3_id | count_floors_pre_eq | age | area_percentage | height_percentage | land_surface_condition_1 | land_surface_condition_2 | land_surface_condition_3 | foundation_type | roof_type_1 | roof_type_2 | roof_type_3 | ground_floor_type | other_floor_type_1 | other_floor_type_2 | other_floor_type_3 | other_floor_type_4 | position_1 | position_2 | position_3 | position_4 | plan_configuration | has_superstructure_adobe_mud | has_superstructure_mud_mortar_stone | has_superstructure_stone_flag | has_superstructure_cement_mortar_stone | has_superstructure_mud_mortar_brick | has_superstructure_cement_mortar_brick | has_superstructure_timber | has_superstructure_bamboo | has_superstructure_rc_non_engineered | has_superstructure_rc_engineered | has_superstructure_other | legal_ownership_status | count_families | has_secondary_use | has_secondary_use_agriculture | has_secondary_use_hotel | has_secondary_use_rental | has_secondary_use_institution | has_secondary_use_school | has_secondary_use_industry | has_secondary_use_health_post | has_secondary_use_gov_office | has_secondary_use_use_police | has_secondary_use_other | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 347459 | 290842 | 2.794480 | 2.953908 | 3.000000 | 3 | 5 | 5 | 5 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347460 | 330371 | 2.162136 | 2.216958 | 2.500000 | 2 | 25 | 9 | 5 | 1 | 0 | 0 | 2.329573 | 0 | 1 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347461 | 698612 | 1.926464 | 1.433054 | 1.523810 | 2 | 10 | 9 | 5 | 1 | 0 | 0 | 1.810954 | 0 | 1 | 0 | 2.309104 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1.918334 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347462 | 445192 | 2.161724 | 1.991354 | 1.868852 | 2 | 5 | 14 | 6 | 1 | 0 | 0 | 2.329573 | 0 | 0 | 1 | 2.250714 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347463 | 640115 | 2.297726 | 2.074919 | 2.071713 | 2 | 5 | 16 | 5 | 1 | 0 | 0 | 1.453351 | 0 | 0 | 1 | 1.634205 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2.244063 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347464 | 310028 | 2.162136 | 2.122642 | 1.861111 | 3 | 70 | 20 | 6 | 1 | 0 | 0 | 2.329573 | 0 | 1 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2.415764 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347465 | 663567 | 2.341954 | 2.337176 | 2.722222 | 3 | 25 | 6 | 7 | 0 | 0 | 1 | 2.329573 | 1 | 0 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347466 | 1049160 | 2.000960 | 2.019704 | 1.909091 | 1 | 50 | 3 | 3 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347467 | 442785 | 2.161724 | 2.295950 | 2.136364 | 2 | 5 | 9 | 5 | 1 | 0 | 0 | 2.329573 | 1 | 0 | 0 | 2.309104 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.894049 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 347468 | 501372 | 1.730887 | 1.433918 | 1.514286 | 2 | 10 | 11 | 4 | 1 | 0 | 0 | 2.329573 | 0 | 1 | 0 | 1.634205 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.243646 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2.244063 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |